Pith Number

pith:6XLSW4RG

pith:2019:6XLSW4RGDDMFLZQYITOSJQRCRK

not attested not anchored not stored refs pending

One Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-off in Machine Learning Cloud Service APIs via Tolerance Tiers

Behzad Boroujerdian, Evelyn Duesterwald, Matthew Halpern, Todd Mummert, Vijay Janapa Reddi

arxiv:1906.11307 v1 · 2019-06-26 · cs.LG · cs.CV · cs.PF

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XLSW4RGDDMFLZQYITOSJQRCRK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-17T23:42:07.563372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5d72b722618d855e61844dd24c2228a93f3ad159cf3c782a53c75ff905c1bde

Aliases

arxiv: 1906.11307 · arxiv_version: 1906.11307v1 · doi: 10.48550/arxiv.1906.11307 · pith_short_12: 6XLSW4RGDDMF · pith_short_16: 6XLSW4RGDDMFLZQY · pith_short_8: 6XLSW4RG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6XLSW4RGDDMFLZQYITOSJQRCRK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f5d72b722618d855e61844dd24c2228a93f3ad159cf3c782a53c75ff905c1bde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30f501fc295eab7b7fdd3cc74e438625166ea6052903a0242c813b65714f431e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-26T19:35:59Z",
    "title_canon_sha256": "6a5f8d78d8381ea0b71ef1b2b2ecf6c81cc37231d7628ac50143efff61c05557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.11307",
    "kind": "arxiv",
    "version": 1
  }
}